Risk Monitoring Deck
Recall how to translate AI risk categories into observable controls.
Control line HSTOA What five parts make an AI risk monitor operational? Think harm to action. Proxy trap Which is risk monitoring: uptime or unsafe-answer rate? Uptime matters, but it cannot stand in for safety or fairness risk. Objection We already documented the risk in the register. A team is preparing for production launch. Your line Good. Now let's add the operational line: what signal shows the risk is happening, what threshold matters, who owns the action, and what we do. Documentation without detection gives confidence without control. It respects governance work while connecting it to runtime management. Owner Who…
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